You're never going to get around the fact that most of these things are qualitative assumptions. Is your documentation good? There's really no completely objective way to measure maintainability, because maintainability is often about how easy it is to handle unknown future change requests.

Years ago "function points" were bandied about as a truly objective measure of software output and value. It turned out to be trivially game-able and added 0 value to software development estimation.